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preference learning

411 papers

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Also known as

DPO PL

Co-occurring keywords

large language model (12755) reinforcement learning (4122) direct preference optimization (317) reinforcement learning from human feedback (261) language model alignment (142) reward model (251) human feedback (161) reward modeling (159) model alignment (219) human preference (120)

Papers

Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
Adapting Stable Matchings to Evolving Preferences AAAI 2020
Best-item Learning in Random Utility Models with Subset Choices AISTATS 2020
Preference learning along multiple criteria: A game-theoretic perspective NIPS 2020
Axioms for Learning from Pairwise Comparisons NIPS 2020
GaSPing for Utility AAAI 2020
What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020
Refining HTN Methods via Task Insertion with Preferences AAAI 2020
Simultaneous Preference and Metric Learning from Paired Comparisons NIPS 2020
Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences ICML 2020
Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations CORL 2019
Optimizing Interactive Systems with Data-Driven Objectives IJCAI 2019
Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning AAAI 2019
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning ACL 2019
Active Embedding Search via Noisy Paired Comparisons ICML 2019
Active Ranking with Subset-wise Preferences AISTATS 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
Nonverbal Robot Feedback for Human Teachers CORL 2019
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NIPS 2019
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders NIPS 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NIPS 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Dueling Bandits with Qualitative Feedback AAAI 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019